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Table 5 Pearson correlation coefficient between the features and h-index in the future for three different years. CurrentHindex, PaperPerYear, and CitationPerPaper are prior impact-based features, and the rest are non-prior impact-based features

From: Investigating the contribution of author- and publication-specific features to scholars’ h-index prediction

Feature

H-index

2009

2014

2018

CareerAge

0.48

0.38

0.32

Gender

0.09

0.08

0.07

MobilityScore

0.44

0.43

0.41

IncomeCurrentCountry

0.23

0.21

0.19

CurrentHindex

0.99

0.95

0.87

PaperPerYear

0.73

0.75

0.73

CitationPerPaper

0.31

0.26

0.23

PrimaryAuthorRatio

−0.09

−0.08

0.-0.06

OpenAccessRatio

0.10

0.14

0.15

EnglishPapersRatio

0.17

0.16

0.15

KeywordPopularity

−0.09

−0.07

−0.05

HighRankPapersRatio

0.14

0.15

0.15

DisciplineMobility

−0.45

−0.42

−0.39

MaxCoauthorHindex

0.58

0.58

0.55

CoauthorPerPaper

−0.01

0.02

0.04

InternationalCoauthorRatio

0.17

0.19

0.19